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The phrase "and the exploratory data" is correct and usable in written English.
It can be used when referring to a specific set of data that is being analyzed or discussed, particularly in the context of research or data analysis.
Example: "The results of the study were inconclusive, and the exploratory data suggested further investigation was needed."
Alternatives: "and the preliminary data" or "and the investigative data".
Exact(2)
Although we found very low numbers for V. cholerae O1 isolates (6 positive water samples), results coincided with the non-O1 results and the exploratory data analysis.
Increases in the substrates could underlie the improvement in memory domain scores that were found in the trials in drug-naïve patients with mild AD after 12 weeks (RCT1), 24 weeks (RCT1, RCT2 and OLE) and the exploratory data for the additional 24 weeks (OLE) [ 15– 17].
Similar(58)
For those reasons we have used only graphical and visual approach for the exploratory data analysis (EDA).
2 of the subgroups were randomly chosen as the exploratory data and fully utilized in model development.
The last step is to choose a set of multivariate modeling approaches based on the results of the exploratory data analysis and investigate whether including explanatory variables and models that are more complex can improve the accuracy of the forecast.
In the following subsections, we explain the results of the exploratory data analysis and modelling.
The exploratory data analysis included descriptive analysis of data, principal component analysis, and logistic regression.
The exploratory data analysis included uni-variate analysis of the exposure variables against the outcome variables.
The first part, the exploratory data set (33%), was used to assist in generating the hypotheses.
We selected the quadratic function based on the exploratory data analysis presented in Figure 1.
These include the "brush and link" exploratory data tools such as GeoDa (Anselin et al. 2004) and identification of space time patterns as available in SaTScan software (SaTScan 2004) and the TerraSeer Space Time Intelligence System (TerraSeer 2004).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com